Yes, AI agents hallucinate. Here's how mine caught itself

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• Extends the “Verify the Work, Not the Model” framework (introduced 2026-07-08) into a concrete multi-agent pattern: a structurally separate verification agent monitors and corrects a primary agent within the same run, catching errors without a human in the loop.
• Practical takeaway: autonomous error-correction requires a genuinely separate checking agent, not a self-review pass by the same model/context that produced the output.